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Di Qi
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Using machine learning to predict extreme events in complex systems
D Qi, AJ Majda
Proceedings of the National Academy of Sciences 117 (1), 52-59, 2020
1142020
Net subterranean estuarine export fluxes of dissolved inorganic C, N, P, Si, and total alkalinity into the Jiulong River estuary, China
G Wang, Z Wang, W Zhai, WS Moore, Q Li, X Yan, D Qi, Y Jiang
Geochimica et Cosmochimica Acta 149, 103-114, 2015
972015
Climate change drives rapid decadal acidification in the Arctic Ocean from 1994 to 2020
D Qi, Z Ouyang, L Chen, Y Wu, R Lei, B Chen, RA Feely, LG Anderson, ...
Science 377 (6614), 1544-1550, 2022
892022
Strategies for reduced-order models for predicting the statistical responses and uncertainty quantification in complex turbulent dynamical systems
AJ Majda, D Qi
SIAM Review 60 (3), 491-549, 2018
782018
Statistical dynamical model to predict extreme events and anomalous features in shallow water waves with abrupt depth change
AJ Majda, MNJ Moore, D Qi
Proceedings of the National Academy of Sciences 116 (10), 3982-3987, 2019
732019
Blended particle filters for large-dimensional chaotic dynamical systems
AJ Majda, D Qi, TP Sapsis
Proceedings of the National Academy of Sciences 111 (21), 7511-7516, 2014
562014
Predicting fat-tailed intermittent probability distributions in passive scalar turbulence with imperfect models through empirical information theory
D Qi, AJ Majda
Communications in Mathematical Sciences 14 (6), 1687-1722, 2016
442016
Comparative analysis of earth to air heat exchanger configurations based on uniformity and thermal performance
D Qi, A Li, S Li, C Zhao
Applied Thermal Engineering 183, 116152, 2021
362021
Low-dimensional reduced-order models for statistical response and uncertainty quantification: Two-layer baroclinic turbulence
D Qi, AJ Majda
Journal of the Atmospheric Sciences 73 (12), 4609-4639, 2016
362016
Virtual reality operating room with AI guidance: design and validation of a fire scenario
D Qi, A Ryason, N Milef, S Alfred, MR Abu-Nuwar, M Kappus, S De, ...
Surgical endoscopy 35, 779-786, 2021
312021
Anomalous waves triggered by abrupt depth changes: Laboratory experiments and truncated kdv statistical mechanics
NJ Moore, CT Bolles, AJ Majda, D Qi
Journal of Nonlinear Science 30, 3235-3263, 2020
312020
Export flux, biogeochemical effects, and the fate of a terrestrial carbonate system: from Changjiang (Yangtze River) Estuary to the East China Sea
T Xiong, P Liu, W Zhai, Y Bai, D Liu, D Qi, N Zheng, J Liu, X Guo, T Cheng, ...
Earth and Space Science 6 (11), 2115-2141, 2019
302019
Freshening leads to a three-decade trend of declining nutrients in the western Arctic Ocean
Y Zhuang, H Jin, WJ Cai, H Li, M Jin, D Qi, J Chen
Environmental Research Letters 16 (5), 054047, 2021
282021
Characterizing the learning curve of a virtual intracorporeal suturing simulator VBLaST-SS©
Y Fu, L Cavuoto, D Qi, K Panneerselvam, VS Arikatla, A Enquobahrie, ...
Surgical endoscopy 34, 3135-3144, 2020
282020
Summertime Evolution of Net Community Production and CO2 Flux in the Western Arctic Ocean
Z Ouyang, D Qi, W Zhong, L Chen, Z Gao, H Lin, H Sun, T Li, WJ Cai
Global Biogeochemical Cycles 35 (3), e2020GB006651, 2021
242021
Improving prediction skill of imperfect turbulent models through statistical response and information theory
AJ Majda, D Qi
Journal of Nonlinear Science 26, 233-285, 2016
242016
Structural optimization of multi-pipe earth to air heat exchanger in greenhouse
D Qi, S Li, C Zhao, W Xie, A Li
Geothermics 98, 102288, 2022
232022
Does your team know how to respond safely to an operating room fire? Outcomes of a virtual reality, AI-enhanced simulation training
H Truong, D Qi, A Ryason, AM Sullivan, J Cudmore, S Alfred, SB Jones, ...
Surgical endoscopy, 1-9, 2022
222022
Integrated analysis of carbon dioxide and oxygen concentrations as a quality control of ocean float data
Y Wu, DCE Bakker, EP Achterberg, AN Silva, DD Pickup, X Li, S Hartman, ...
Communications Earth & Environment 3 (1), 92, 2022
222022
Linear and nonlinear statistical response theories with prototype applications to sensitivity analysis and statistical control of complex turbulent dynamical systems
AJ Majda, D Qi
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (10), 2019
222019
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Articles 1–20